"""simple docstring"""



import os
from shutil import copyfile
from typing import Any, Dict, List, Optional, Tuple

import sentencepiece as spm

from ...tokenization_utils import AddedToken, PreTrainedTokenizer
from ...utils import logging


SCREAMING_SNAKE_CASE__:Optional[Any]									=			logging.get_logger(__name__)

SCREAMING_SNAKE_CASE__:Optional[Any]									=			"""▁"""

SCREAMING_SNAKE_CASE__:Any									=			{"""vocab_file""": """sentencepiece.bpe.model""", """monolingual_vocab_file""": """dict.txt"""}

SCREAMING_SNAKE_CASE__:List[Any]									=			{
    """vocab_file""": {
        """vinai/bartpho-syllable""": """https://huggingface.co/vinai/bartpho-syllable/resolve/main/sentencepiece.bpe.model""",
    },
    """monolingual_vocab_file""": {
        """vinai/bartpho-syllable""": """https://huggingface.co/vinai/bartpho-syllable/resolve/main/dict.txt""",
    },
}

SCREAMING_SNAKE_CASE__:Optional[int]									=			{"""vinai/bartpho-syllable""": 1024}






class  snake_case__      (       snake_case_       ):
 _snake_case       :					int							  =						VOCAB_FILES_NAMES
 _snake_case       :					Union[str, Any]							  =						PRETRAINED_VOCAB_FILES_MAP
 _snake_case       :					Tuple							  =						PRETRAINED_POSITIONAL_EMBEDDINGS_SIZES
 _snake_case       :					Dict							  =						["""input_ids""", """attention_mask"""]


 def __init__( self    ,		lowerCamelCase    ,		lowerCamelCase    ,		lowerCamelCase="<s>"    ,		lowerCamelCase="</s>"    ,		lowerCamelCase="</s>"    ,		lowerCamelCase="<s>"    ,		lowerCamelCase="<unk>"    ,		lowerCamelCase="<pad>"    ,		lowerCamelCase="<mask>"    ,		lowerCamelCase = None    ,		**lowerCamelCase    ,		):
        # Mask token behave like a normal word, i.e. include the space before it
        __a       =    AddedToken(lowerCamelCase    ,		lstrip=lowerCamelCase    ,		rstrip=lowerCamelCase						) if isinstance(lowerCamelCase    ,		lowerCamelCase						) else mask_token

        __a       =    {} if sp_model_kwargs is None else sp_model_kwargs

        super().__init__(
            bos_token=lowerCamelCase    ,		eos_token=lowerCamelCase    ,		unk_token=lowerCamelCase    ,		sep_token=lowerCamelCase    ,		cls_token=lowerCamelCase    ,		pad_token=lowerCamelCase    ,		mask_token=lowerCamelCase    ,		sp_model_kwargs=self.sp_model_kwargs    ,		**lowerCamelCase    ,		)

        __a       =    vocab_file
        __a       =    monolingual_vocab_file
        __a       =    spm.SentencePieceProcessor(**self.sp_model_kwargs						)
        self.sp_model.Load(str(lowerCamelCase						)						)

        # Load the reduced vocab

        # Keep order of special tokens for backward compatibility
        __a       =    {}
        __a       =    0
        for token in [bos_token, pad_token, eos_token, unk_token, sep_token, cls_token]:
               if str(lowerCamelCase						) not in self.fairseq_tokens_to_ids:
                      __a       =    cnt
                      cnt += 1
        with open(lowerCamelCase    ,		"r"    ,		encoding="utf-8"						) as f:
               for line in f.readlines():
                      __a       =    line.strip().split()[0]
                      __a       =    len(self.fairseq_tokens_to_ids						)
        if str(lowerCamelCase						) not in self.fairseq_tokens_to_ids:
               __a       =    len(self.fairseq_tokens_to_ids						)

        __a       =    {v: k for k, v in self.fairseq_tokens_to_ids.items()}


 def __getstate__( self						):
        __a       =    self.__dict__.copy()
        __a       =    None
        __a       =    self.sp_model.serialized_model_proto()
        return state


 def __setstate__( self    ,		lowerCamelCase						):
        __a       =    d

        # for backward compatibility
        if not hasattr(self    ,		"sp_model_kwargs"						):
               __a       =    {}

        __a       =    spm.SentencePieceProcessor(**self.sp_model_kwargs						)
        self.sp_model.LoadFromSerializedProto(self.sp_model_proto						)


 def 						a__   ( self    ,		lowerCamelCase    ,		lowerCamelCase = None						):

        if token_ids_a is None:
               return [self.cls_token_id] + token_ids_a + [self.sep_token_id]
        __a       =    [self.cls_token_id]
        __a       =    [self.sep_token_id]
        return cls + token_ids_a + sep + sep + token_ids_a + sep


 def 						a__   ( self    ,		lowerCamelCase    ,		lowerCamelCase = None    ,		lowerCamelCase = False						):

        if already_has_special_tokens:
               return super().get_special_tokens_mask(
                   token_ids_a=lowerCamelCase    ,		token_ids_a=lowerCamelCase    ,		already_has_special_tokens=lowerCamelCase						)

        if token_ids_a is None:
               return [1] + ([0] * len(lowerCamelCase						)) + [1]
        return [1] + ([0] * len(lowerCamelCase						)) + [1, 1] + ([0] * len(lowerCamelCase						)) + [1]


 def 						a__   ( self    ,		lowerCamelCase    ,		lowerCamelCase = None						):
        __a       =    [self.sep_token_id]
        __a       =    [self.cls_token_id]

        if token_ids_a is None:
               return len(cls + token_ids_a + sep						) * [0]
        return len(cls + token_ids_a + sep + sep + token_ids_a + sep						) * [0]


 @property
 def 						a__   ( self						):
        return len(self.fairseq_ids_to_tokens						)


 def 						a__   ( self						):
        __a       =    {self.convert_ids_to_tokens(lowerCamelCase						): i for i in range(self.vocab_size						)}
        vocab.update(self.added_tokens_encoder						)
        return vocab


 def 						a__   ( self    ,		lowerCamelCase						):
        return self.sp_model.encode(lowerCamelCase    ,		out_type=lowerCamelCase						)


 def 						a__   ( self    ,		lowerCamelCase						):
        if token in self.fairseq_tokens_to_ids:
               return self.fairseq_tokens_to_ids[token]
        else:
               return self.unk_token_id


 def 						a__   ( self    ,		lowerCamelCase						):
        return self.fairseq_ids_to_tokens[index]


 def 						a__   ( self    ,		lowerCamelCase						):
        __a       =    "".join(lowerCamelCase						).replace(lowerCamelCase    ,		" "						).strip()
        return out_string






 def 						a__   ( self    ,		lowerCamelCase    ,		lowerCamelCase = None						):
        if not os.path.isdir(lowerCamelCase						):
               logger.error(F"Vocabulary path ({save_directory}) should be a directory"						)
               return
        __a       =    os.path.join(
            lowerCamelCase    ,		(filename_prefix + "-" if filename_prefix else "") + VOCAB_FILES_NAMES["vocab_file"]						)
        __a       =    os.path.join(
            lowerCamelCase    ,		(filename_prefix + "-" if filename_prefix else "") + VOCAB_FILES_NAMES["monolingual_vocab_file"]    ,		)

        if os.path.abspath(self.vocab_file						) != os.path.abspath(lowerCamelCase						) and os.path.isfile(self.vocab_file						):
               copyfile(self.vocab_file    ,		lowerCamelCase						)
        elif not os.path.isfile(self.vocab_file						):
               with open(lowerCamelCase    ,		"wb"						) as fi:
                      __a       =    self.sp_model.serialized_model_proto()
                      fi.write(lowerCamelCase						)

        if os.path.abspath(self.monolingual_vocab_file						) != os.path.abspath(
            lowerCamelCase						) and os.path.isfile(self.monolingual_vocab_file						):
               copyfile(self.monolingual_vocab_file    ,		lowerCamelCase						)
        elif not os.path.isfile(self.monolingual_vocab_file						):
               with open(lowerCamelCase    ,		"w"    ,		encoding="utf-8"						) as fp:
                      for token in self.fairseq_tokens_to_ids:
                             if token not in self.all_special_tokens:
                                    fp.write(F"{str(lowerCamelCase						)} \n"						)

        return out_vocab_file, out_monolingual_vocab_file

"""simple docstring"""



def 	_lowerCamelCase(	a   ,    a				):
       __a       =    0
       __a       =    len(a				) - 1

       while left <= right:
              # avoid divided by 0 during interpolation
              if sorted_collection[left] == sorted_collection[right]:
                     if sorted_collection[left] == item:
                            return left
                     else:
                            return None

              __a       =    left + ((item - sorted_collection[left]) * (right - left)) // (
                  sorted_collection[right] - sorted_collection[left]
              )

              # out of range check
              if point < 0 or point >= len(a				):
                     return None

              __a       =    sorted_collection[point]
              if current_item == item:
                     return point
              else:
                     if point < left:
                            __a       =    left
                            __a       =    point
                     elif point > right:
                            __a       =    right
                            __a       =    point
                     else:
                            if item < current_item:
                                   __a       =    point - 1
                            else:
                                   __a       =    point + 1
       return None



def 	_lowerCamelCase(	a   ,    a   ,    a   ,    a				):

       # avoid divided by 0 during interpolation
       if sorted_collection[left] == sorted_collection[right]:
              if sorted_collection[left] == item:
                     return left
              else:
                     return None

       __a       =    left + ((item - sorted_collection[left]) * (right - left)) // (
           sorted_collection[right] - sorted_collection[left]
       )

       # out of range check
       if point < 0 or point >= len(a				):
              return None

       if sorted_collection[point] == item:
              return point
       elif point < left:
              return interpolation_search_by_recursion(a   ,    a   ,    a   ,    a				)
       elif point > right:
              return interpolation_search_by_recursion(a   ,    a   ,    a   ,    a				)
       else:
              if sorted_collection[point] > item:
                     return interpolation_search_by_recursion(
                         a   ,    a   ,    a   ,    point - 1				)
              else:
                     return interpolation_search_by_recursion(
                         a   ,    a   ,    point + 1   ,    a				)



def 	_lowerCamelCase(	a				):
       if collection != sorted(a				):
              raise ValueError("Collection must be ascending sorted"				)
       return True


if __name__ == "__main__":
   import sys
   SCREAMING_SNAKE_CASE__:List[str]									=			0
   if debug == 1:
      SCREAMING_SNAKE_CASE__:Tuple									=			[10, 30, 40, 45, 50, 66, 77, 93]
      try:
         __assert_sorted(collection)
      except ValueError:
         sys.exit("""Sequence must be ascending sorted to apply interpolation search""")
      SCREAMING_SNAKE_CASE__:int									=			67

   SCREAMING_SNAKE_CASE__:List[str]									=			interpolation_search(collection, target)
   if result is not None:
      print(F'''{target} found at positions: {result}''')
   else:
      print("""Not found""")
